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Machine Learning Made Simple
Saugata Chatterjee
74 episodes
1 week ago
🎙️ Machine Learning Made Simple – The Podcast That Unpacks AI Like Never Before! 👀 What’s behind the AI revolution? Whether you're a tech leader, an ML engineer, or just fascinated by AI, we break down complex ML topics into easy, engaging discussions. No fluff—just real insights, real impact. 🔥 New episodes every week! 🚀 AI, ML, LLMs & Robotics—Simplified! 🎧 Listen Now on Spotify 📺 Prefer visuals? Watch on YouTube: https://www.youtube.com/watch?v=zvO70EtCDBE&list=PLHL9plgoN5KKlRRHvffkdon8ChZ 🌍 More AI insights?: https://www.youtube.com/@TheAIStack
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Technology
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All content for Machine Learning Made Simple is the property of Saugata Chatterjee and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
🎙️ Machine Learning Made Simple – The Podcast That Unpacks AI Like Never Before! 👀 What’s behind the AI revolution? Whether you're a tech leader, an ML engineer, or just fascinated by AI, we break down complex ML topics into easy, engaging discussions. No fluff—just real insights, real impact. 🔥 New episodes every week! 🚀 AI, ML, LLMs & Robotics—Simplified! 🎧 Listen Now on Spotify 📺 Prefer visuals? Watch on YouTube: https://www.youtube.com/watch?v=zvO70EtCDBE&list=PLHL9plgoN5KKlRRHvffkdon8ChZ 🌍 More AI insights?: https://www.youtube.com/@TheAIStack
Show more...
Technology
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Episode 63: The Shocking AI Breakthrough That Makes Big Models Like GPT Obsolete
Machine Learning Made Simple
1 hour 4 minutes 33 seconds
10 months ago
Episode 63: The Shocking AI Breakthrough That Makes Big Models Like GPT Obsolete

🚀 The AI Breakthrough That’s Changing Everything

For years, AI followed one rule: bigger is better. But what if everything we thought about AI was wrong? A shocking discovery is proving that tiny models can now rival AI giants like GPT-4—and it’s happening faster than anyone expected.

🎧 How is this possible? And what does it mean for the future of AI? Hit play to find out.

🔹 What You’ll Learn:

  • 📉 Why AI’s biggest models are no longer the smartest

  • 🔎 The hidden flaw in today’s LLMs (and how small models fix it)

  • 🌎 How startups & researchers can beat OpenAI’s best models

⚡ The future of AI isn’t size—it’s speed, efficiency & reasoning


References:

  1. [2502.07374] LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

  2. [2502.03373] Demystifying Long Chain-of-Thought Reasoning in LLMs

  3. [2501.12599] Kimi k1.5: Scaling Reinforcement Learning with LLMs




Machine Learning Made Simple
🎙️ Machine Learning Made Simple – The Podcast That Unpacks AI Like Never Before! 👀 What’s behind the AI revolution? Whether you're a tech leader, an ML engineer, or just fascinated by AI, we break down complex ML topics into easy, engaging discussions. No fluff—just real insights, real impact. 🔥 New episodes every week! 🚀 AI, ML, LLMs & Robotics—Simplified! 🎧 Listen Now on Spotify 📺 Prefer visuals? Watch on YouTube: https://www.youtube.com/watch?v=zvO70EtCDBE&list=PLHL9plgoN5KKlRRHvffkdon8ChZ 🌍 More AI insights?: https://www.youtube.com/@TheAIStack